{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T08:26:41Z","timestamp":1762504001140},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"1-2","license":[{"start":{"date-parts":[[2014,6,17]],"date-time":"2014-06-17T00:00:00Z","timestamp":1402963200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Oper Res"],"published-print":{"date-parts":[[2016,6]]},"DOI":"10.1007\/s10479-014-1652-0","type":"journal-article","created":{"date-parts":[[2014,6,19]],"date-time":"2014-06-19T10:16:18Z","timestamp":1403172978000},"page":"109-126","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Decentralized stochastic control"],"prefix":"10.1007","volume":"241","author":[{"given":"Aditya","family":"Mahajan","sequence":"first","affiliation":[]},{"given":"Mehnaz","family":"Mannan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,6,17]]},"reference":[{"issue":"11","key":"1652_CR1","doi-asserted-by":"crossref","first-page":"1028","DOI":"10.1109\/TAC.1987.1104483","volume":"32","author":"M Aicardi","year":"1987","unstructured":"Aicardi, M., Davoli, F., & Minciardi, R. (1987). Decentralized optimal control of Markov chains with a common past information set. IEEE Transactions on Automatic Control, 32(11), 1028\u20131031.","journal-title":"IEEE Transactions on Automatic Control"},{"issue":"3\/4","key":"1652_CR2","doi-asserted-by":"crossref","first-page":"213","DOI":"10.2307\/1905525","volume":"17","author":"KJ Arrow","year":"1949","unstructured":"Arrow, K. J., Blackwell, D., & Girshick, M. A. (1949). Bayes and minimax solutions of sequential decision problems. Econometrica, 17(3\/4), 213\u2013244.","journal-title":"Econometrica"},{"key":"1652_CR3","doi-asserted-by":"crossref","first-page":"1236","DOI":"10.1214\/aos\/1176343654","volume":"4","author":"RJ Aumann","year":"1976","unstructured":"Aumann, R. J. (1976). Agreeing to disagree. Annals of Statistics, 4, 1236\u20131239.","journal-title":"Annals of Statistics"},{"key":"1652_CR4","series-title":"lecture notes in control and information sciences","doi-asserted-by":"crossref","first-page":"186","DOI":"10.1007\/BFb0004273","volume-title":"Differential games and applications","author":"T Ba\u015far","year":"1989","unstructured":"Ba\u015far, T., & Bansal, R. (1989). The theory of teams: A selective annotated bibliography. In T. Ba\u015far & P. Bernhard (Eds.), Differential games and applications (Vol. 119, pp. 186\u2013201)., lecture notes in control and information sciences Berlin: Springer."},{"key":"1652_CR5","volume-title":"Dynamic programming","author":"R Bellman","year":"1957","unstructured":"Bellman, R. (1957). Dynamic programming. Princeton, NJ: Princeton University Press."},{"key":"1652_CR6","volume-title":"Dynamic programming and optimal control","author":"DP Bertsekas","year":"1995","unstructured":"Bertsekas, D. P. (1995). Dynamic programming and optimal control (Vol. 1). Belmont, MA: Athena Scientific."},{"issue":"9","key":"1652_CR7","doi-asserted-by":"crossref","first-page":"846","DOI":"10.1109\/TAC.1984.1103653","volume":"29","author":"G Casalino","year":"1984","unstructured":"Casalino, G., Davoli, F., Minciardi, R., Puliafito, P., & Zoppoli, R. (1984). Partially nested information structures with a common past. IEEE Transactions on Automatic Control, 29(9), 846\u2013850.","journal-title":"IEEE Transactions on Automatic Control"},{"issue":"1","key":"1652_CR8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/BF01442225","volume":"14","author":"R Cavazos-Cadena","year":"1986","unstructured":"Cavazos-Cadena, R. (1986). Finite-state approximations for denumerable state discounted markov decision processes. Applied Mathematics and Optimization, 14(1), 1\u201326.","journal-title":"Applied Mathematics and Optimization"},{"issue":"2","key":"1652_CR9","doi-asserted-by":"crossref","first-page":"117","DOI":"10.4173\/mic.1987.2.4","volume":"8","author":"SD Fl\u00e5m","year":"1987","unstructured":"Fl\u00e5m, S. D. (1987). Finite state approximations for countable state infinite horizon discounted Markov decision processes. Modeling, Identification and Control, 8(2), 117\u2013123.","journal-title":"Modeling, Identification and Control"},{"issue":"2","key":"1652_CR10","doi-asserted-by":"crossref","first-page":"382","DOI":"10.1016\/0022-247X(86)90311-2","volume":"113","author":"O Hern\u00e1ndez-Lerma","year":"1986","unstructured":"Hern\u00e1ndez-Lerma, O. (1986). Finite-state approximations for denumerable multidimensional state discounted markov decision processes. Journal of Mathematical Analysis and Applications, 113(2), 382\u2013389.","journal-title":"Journal of Mathematical Analysis and Applications"},{"key":"1652_CR11","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-0729-0","volume-title":"Discrete-time Markov control processes","author":"O Hern\u00e1ndez-Lerma","year":"1996","unstructured":"Hern\u00e1ndez-Lerma, O., & Lasserre, J. (1996). Discrete-time Markov control processes. Berlin: Springer."},{"issue":"6","key":"1652_CR12","doi-asserted-by":"crossref","first-page":"644","DOI":"10.1109\/PROC.1980.11718","volume":"68","author":"YC Ho","year":"1980","unstructured":"Ho, Y. C. (1980). Team decision theory and information structures. Proceedings of the IEEE, 68(6), 644\u2013654.","journal-title":"Proceedings of the IEEE"},{"key":"1652_CR13","doi-asserted-by":"crossref","unstructured":"Mahajan, A. (2013). Optimal decentralized control of coupled subsystems with control sharing. IEEE Transactions on Automatic Control, 58(9), 2377\u20132382.","DOI":"10.1109\/TAC.2013.2251807"},{"key":"1652_CR14","doi-asserted-by":"crossref","unstructured":"Mahajan, A., Martins, N., Rotkowitz, M., & Y\u00fcksel, S. (2012). Information structures in optimal decentralized control. In Proceedings of the 51st IEEE conference decision and control (pp. 1291\u20131306). Maui, Hawaii.","DOI":"10.1109\/CDC.2012.6425819"},{"key":"1652_CR15","doi-asserted-by":"crossref","unstructured":"Mahajan, A., Nayyar, A., & Teneketzis, D. (2008). Identifying tractable decentralized control problems on the basis of information structure. In Proceedings of the 46th annual Allerton conference communication, control, and computing (pp. 1440\u20131449). Monticello, IL.","DOI":"10.1109\/ALLERTON.2008.4797732"},{"issue":"3","key":"1652_CR16","doi-asserted-by":"crossref","first-page":"1377","DOI":"10.1137\/060678130","volume":"48","author":"A Mahajan","year":"2009","unstructured":"Mahajan, A., & Teneketzis, D. (2009). Optimal performance of networked control systems with non-classical information structures. SIAM Journal of Control and Optimization, 48(3), 1377\u20131404.","journal-title":"SIAM Journal of Control and Optimization"},{"key":"1652_CR17","volume-title":"Economic theory of teams","author":"J Marschak","year":"1972","unstructured":"Marschak, J., & Radner, R. (1972). Economic theory of teams. New Haven: Yale University Press."},{"key":"1652_CR18","unstructured":"Nayyar, A. (2011). Sequential decision making in decentralized systems. Ph.D. thesis, Ann Arbor, MI: University of Michigan."},{"key":"1652_CR19","volume-title":"Information and control in networks","author":"A Nayyar","year":"2013","unstructured":"Nayyar, A., Mahajan, A., & Teneketzis, D. (2013). The common-information approach to decentralized stochastic control. In B. Bernhardsson, G. Como, & A. Rantzer (Eds.), Information and control in networks. Berlin: Springer."},{"issue":"7","key":"1652_CR20","doi-asserted-by":"crossref","first-page":"1644","DOI":"10.1109\/TAC.2013.2239000","volume":"58","author":"A Nayyar","year":"2013","unstructured":"Nayyar, A., Mahajan, A., & Teneketzis, D. (2013). Decentralized stochastic control with partial history sharing: A common information approach. IEEE Transactions on Automatic Control, 58(7), 1644\u20131658.","journal-title":"IEEE Transactions on Automatic Control"},{"key":"1652_CR21","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1613\/jair.3804","volume":"46","author":"FA Oliehoek","year":"2013","unstructured":"Oliehoek, F. A., Spaan, M. T. J., Amato, C., & Whiteson, S. (2013). Incremental clustering and expansion for faster optimal planning in decentralized POMDPs. Journal of Artificial Intelligence Research, 46, 449\u2013509.","journal-title":"Journal of Artificial Intelligence Research"},{"issue":"11","key":"1652_CR22","doi-asserted-by":"crossref","first-page":"1546","DOI":"10.1109\/9.649699","volume":"42","author":"JM Ooi","year":"1997","unstructured":"Ooi, J. M., Verbout, S. M., Ludwig, J. T., & Wornell, G. W. (1997). A separation theorem for periodic sharing information patterns in decentralized control. IEEE Transactions on Automatic Control, 42(11), 1546\u20131550.","journal-title":"IEEE Transactions on Automatic Control"},{"key":"1652_CR23","doi-asserted-by":"crossref","DOI":"10.1002\/9780470182963","volume-title":"Approximate dynamic programming: Solving the curses of dimensionality","author":"WB Powell","year":"2007","unstructured":"Powell, W. B. (2007). Approximate dynamic programming: Solving the curses of dimensionality (Vol. 703). London: Wiley."},{"key":"1652_CR24","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316887","volume-title":"Markov decision processes: Discrete stochastic dynamic programming","author":"M Puterman","year":"1994","unstructured":"Puterman, M. (1994). Markov decision processes: Discrete stochastic dynamic programming. London: Wiley."},{"key":"1652_CR25","doi-asserted-by":"crossref","first-page":"857","DOI":"10.1214\/aoms\/1177704455","volume":"33","author":"R Radner","year":"1962","unstructured":"Radner, R. (1962). Team decision problems. Annals of Mathmatical Statistics, 33, 857\u2013881.","journal-title":"Annals of Mathmatical Statistics"},{"key":"1652_CR26","volume-title":"Artificial intelligence: A modern approach","author":"SJ Russell","year":"1995","unstructured":"Russell, S. J., & Norvig, P. (1995). Artificial intelligence: A modern approach. Englewood Cliffs, NJ: Prentice Hall."},{"key":"1652_CR27","volume-title":"Stochastic dynamic programming and the control of queueing systems","author":"LI Sennott","year":"1999","unstructured":"Sennott, L. I. (1999). Stochastic dynamic programming and the control of queueing systems. New York, NY: Wiley."},{"issue":"1","key":"1652_CR28","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10458-012-9200-2","volume":"27","author":"G Shani","year":"2013","unstructured":"Shani, G., Pineau, J., & Kaplow, R. (2013). A survey of point-based POMDP solvers. Autonomous Agents and Multi-Agent Systems, 27(1), 1\u201351.","journal-title":"Autonomous Agents and Multi-Agent Systems"},{"key":"1652_CR29","doi-asserted-by":"crossref","DOI":"10.2307\/j.ctvjnrt76","volume-title":"Recursive methods in economic dynamics","author":"NL Stokey","year":"1989","unstructured":"Stokey, N. L., & Lucas Robert, E. J. (1989). Recursive methods in economic dynamics. Cambridge, MA: Harvard University Press."},{"issue":"1","key":"1652_CR30","first-page":"23","volume":"73","author":"D Teneketzis","year":"1987","unstructured":"Teneketzis, D., & Ho, Y. (1987). The decentralized Wald problem. Information and Computation (formerly Information and Control), 73(1), 23\u201344.","journal-title":"Information and Computation (formerly Information and Control)"},{"issue":"7","key":"1652_CR31","doi-asserted-by":"crossref","first-page":"641","DOI":"10.1109\/TAC.1984.1103601","volume":"AC\u201329","author":"D Teneketzis","year":"1984","unstructured":"Teneketzis, D., & Varaiya, P. (1984). The decentralized quickest detection problem. IEEE Transactions on Automatic Control, AC\u201329(7), 641\u2013644.","journal-title":"IEEE Transactions on Automatic Control"},{"issue":"6","key":"1652_CR32","doi-asserted-by":"crossref","first-page":"814","DOI":"10.1109\/TIT.1983.1056760","volume":"29","author":"JC Walrand","year":"1983","unstructured":"Walrand, J. C., & Varaiya, P. (1983). Optimal causal coding-decoding problems. IEEE Transactions on Information Theory, 29(6), 814\u2013820.","journal-title":"IEEE Transactions on Information Theory"},{"issue":"1","key":"1652_CR33","doi-asserted-by":"crossref","first-page":"292","DOI":"10.1016\/0022-247X(80)90128-6","volume":"74","author":"D White","year":"1980","unstructured":"White, D. (1980). Finite state approximations for denumerable state infinite horizon discounted Markov processes. Journal of Mathematical Analysis and Applications, 74(1), 292\u2013295.","journal-title":"Journal of Mathematical Analysis and Applications"},{"issue":"2","key":"1652_CR34","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1137\/0309013","volume":"9","author":"HS Witsenhausen","year":"1971","unstructured":"Witsenhausen, H. S. (1971). On information structures, feedback and causality. SIAM Journal of Control, 9(2), 149\u2013160.","journal-title":"SIAM Journal of Control"},{"issue":"11","key":"1652_CR35","doi-asserted-by":"crossref","first-page":"1557","DOI":"10.1109\/PROC.1971.8488","volume":"59","author":"HS Witsenhausen","year":"1971","unstructured":"Witsenhausen, H. S. (1971). Separation of estimation and control for discrete time systems. Proceedings of the IEEE, 59(11), 1557\u20131566.","journal-title":"Proceedings of the IEEE"},{"issue":"1","key":"1652_CR36","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/BF01824800","volume":"7","author":"HS Witsenhausen","year":"1973","unstructured":"Witsenhausen, H. S. (1973). A standard form for sequential stochastic control. Mathematical Systems Theory, 7(1), 5\u201311.","journal-title":"Mathematical Systems Theory"},{"issue":"4","key":"1652_CR37","doi-asserted-by":"crossref","first-page":"627","DOI":"10.1109\/TAC.1978.1101791","volume":"23","author":"T Yoshikawa","year":"1978","unstructured":"Yoshikawa, T. (1978). Decomposition of dynamic team decision problems. IEEE Transactions on Automatic Control, 23(4), 627\u2013632.","journal-title":"IEEE Transactions on Automatic Control"},{"key":"1652_CR38","doi-asserted-by":"crossref","unstructured":"Y\u00fcksel, S. (2009). Stochastic nestedness and the belief sharing information pattern. IEEE Transactions on Automatic Control, 54(12), 2773\u20132786.","DOI":"10.1109\/TAC.2009.2031723"},{"key":"1652_CR39","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4614-7085-4","volume-title":"Stochastic networked control systems: Stabilization and optimization under information constraints","author":"S Y\u00fcksel","year":"2013","unstructured":"Y\u00fcksel, S., & Ba\u015far, T. (2013). Stochastic networked control systems: Stabilization and optimization under information constraints. Boston, MA: Birkh\u00e4user."},{"key":"1652_CR40","unstructured":"Zhang, W. (2001). Algorithms for partially observed Markov decision processes. Ph.D. thesis, Hong Kong University of Science and Technology."}],"container-title":["Annals of Operations Research"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-014-1652-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10479-014-1652-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-014-1652-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,11]],"date-time":"2019-08-11T18:18:18Z","timestamp":1565547498000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10479-014-1652-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,6,17]]},"references-count":40,"journal-issue":{"issue":"1-2","published-print":{"date-parts":[[2016,6]]}},"alternative-id":["1652"],"URL":"https:\/\/doi.org\/10.1007\/s10479-014-1652-0","relation":{},"ISSN":["0254-5330","1572-9338"],"issn-type":[{"value":"0254-5330","type":"print"},{"value":"1572-9338","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,6,17]]}}}